Sökning: "Tina Abazari"

Hittade 2 uppsatser innehållade orden Tina Abazari.

  1. 1. Predicting Stock Price Direction for Asian Small Cap Stocks with Machine Learning Methods

    Master-uppsats, KTH/Matematik (Avd.)

    Författare :Tina Abazari; Sherwin Baghchesara; [2021]
    Nyckelord :Machine Learning; Classification; Classification Trees; Random Forest; Support Vector Machine; Logistic Regression; Stocks; Stock Market; Asset Management; Investments; Asia; Small Cap; Micro Cap; Maskininlärning; Klassificering; Klassificeringsträd; Random Forest; Support Vector Machine; Logistisk Regression; Aktier; Aktiemarknad; Fondförvaltning; Investeringar; Asien; Småbolag; Mikrobolag.;

    Sammanfattning : Portfolio managers have a great interest in detecting high-performing stocks early on. Detecting outperforming stocks has for long been of interest from a research as well as financial point of view. Quantitative methods to predict stock movements have been widely studied in diverse contexts, where some present promising results. LÄS MER

  3. 2. Preprocessing Data: A Study on Testing Transformations for Stationarity of Financial Data

    Kandidat-uppsats, KTH/Matematisk statistik

    Författare :Sara Barwary; Tina Abazari; [2019]
    Nyckelord :Bachelor Thesis; financial outcome; transformations; stationarity; tests of hypothesis; EWMA; Kandidatarbete; finansiell avkastning; transformationer; stationäritet; hyoptestest; EWMA;

    Sammanfattning : In thesis within Industrial Economics and Applied Mathematics in cooperation with Svenska Handelsbanken given transformations was examined in order to assess their ability to make a given time series stationary. In addition, a parameter α belonging to each of the transformation formulas was to be decided. LÄS MER